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A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
A curated list of awesome machine learning interpretability resources.
The Coursera course Coding the Matrix: Linear Algebra through Computer Science Applications by Philip Klein
Repo for assignments for Georgia Tech's CS 7641 course
GATech OMSCS Machine Learning Course -- notes and assignments
Machine Learning stuff from CS 4641 at Georgia Tech
GA-Tech Master Program
This repository is my attempt at solving Raven's Intelligence tests using python. This work is for CS 7637: Knowledge-Based Artificial Intelligence: Cognitive Systems from Georgia Institute of Technology.
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/
This ebook from Jason Brownlee. Educational perpose only! Thanks to Jason for the books.
Materials for H2O workshop at eRum 2018 (http://2018.erum.io/)
A collection of commonly used machine learning algorithms implemented in Python/Numpy
Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.
Machine learning algorithms from scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.
Minimal and clean examples of machine learning algorithms implementations
H2O.ai Machine Learning Interpretability Resources
operations research and supply chain notes
An AI agent that solves Raven's Progressive Matrices
Knowledge based AI Agent that solves Raven's Progressive Matrices
AI Agent for solving Raven's Progressive Matrices as a test of general intelligence
Scipy Cookbook
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.